An efficient implementation of the kernel affine projection algorithm

被引:0
|
作者
Albu, Felix [1 ]
Coltuc, Dinu [1 ]
Rotaru, Marius [1 ]
Nishikawa, Kiyoshi [2 ]
机构
[1] Valahia Univ Targoviste, Fac Elect, Targoviste, Romania
[2] Tokyo Metropolitan Univ, Dept Informat & Commun Syst, Tokyo, Japan
来源
2013 8TH INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS (ISPA) | 2013年
关键词
kernel affine projection algorithm; dichotomous coordinate descent; nonlinear system identification; forward prediction;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper an efficient kernel affine projection algorithm using dichotomous coordinate descent iterations is proposed. The effectiveness of the proposed algorithm for nonlinear system identification and forward prediction is confirmed by computer simulations.
引用
收藏
页码:349 / +
页数:2
相关论文
共 50 条
  • [31] NONLINEAR ACOUSTIC ECHO CANCELLATION BASED ON A PARALLEL-CASCADE KERNEL AFFINE PROJECTION ALGORITHM
    Gil-Cacho, Jose M.
    van Waterschoot, Toon
    Moonen, Marc
    Jensen, Soren Holdt
    2012 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2012, : 33 - 36
  • [32] Computationally efficient version of the affine projection algorithm for multichannel active noise control
    Ferrer, M
    González, A
    de Diego, M
    Piñero, G
    2004 IEEE SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP, 2004, : 561 - 565
  • [33] Efficient approximate implementations of the fast affine projection algorithm using orthogonal transforms
    Douglas, SC
    1996 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, CONFERENCE PROCEEDINGS, VOLS 1-6, 1996, : 1656 - 1659
  • [34] Affine projection algorithm with selective projections
    Arablouei, Reza
    Dogancay, Kutluyil
    SIGNAL PROCESSING, 2012, 92 (09) : 2253 - 2263
  • [35] Affine Projection Algorithm for Censored Regression
    Zhao, Haiquan
    Zhao, Feng
    Wang, Gen
    Zhou, Lijun
    Song, Pucha
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2021, 68 (12) : 3602 - 3606
  • [36] Affine projection algorithm with selective regressors
    Hwang, Kyu-Young
    Song, Woo-Jin
    2006 IEEE International Conference on Acoustics, Speech and Signal Processing, Vols 1-13, 2006, : 2656 - 2659
  • [37] NEW PROPORTIONATE AFFINE PROJECTION ALGORITHM
    Albu, Felix
    PROCEEDINGS OF THE ASME NOISE CONTROL AND ACOUSTICS DIVISION CONFERENCE (NCAD 2012), 2013, : 35 - 41
  • [38] An Affine Projection Algorithm With Evolving Order
    Kim, Seong-Eun
    Kong, Se-Jin
    Song, Woo-Jin
    IEEE SIGNAL PROCESSING LETTERS, 2009, 16 (11) : 937 - 940
  • [39] Fast generalized affine projection algorithm
    Sankaran, SG
    Beex, AA
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2000, 14 (06) : 623 - 641
  • [40] The efficient implementation of the Android kernel with China standard cryptographic algorithm
    Shi, Yu
    Zheng, Dong
    Yang, Chung-huang
    2017 IEEE SECOND INTERNATIONAL CONFERENCE ON DATA SCIENCE IN CYBERSPACE (DSC), 2017, : 421 - 425